Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "156"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 156 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 112 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 110 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 156, Node N12:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459929 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 1.890275 9.050328 5.563172 11.237291 3.684344 1.748489 7.107675 1.346798 0.6968 0.0451 0.4648 nan nan
2459928 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 1.328515 10.110980 6.817354 10.605765 1.731681 9.108781 1.254903 0.674174 0.5226 0.0373 0.4101 nan nan
2459927 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 0.715580 11.930775 6.165489 10.082739 0.723830 1.136253 1.404816 1.088525 0.4940 0.0494 0.3789 nan nan
2459926 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 2.059225 11.958276 7.234046 8.890613 3.756905 1.371920 1.163410 0.975858 0.6154 0.0409 0.3941 nan nan
2459925 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 0.039626 7.561497 5.306245 11.458880 29.477088 5.817615 6.612628 1.886316 0.6664 0.0414 0.4561 nan nan
2459924 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.766288 10.870141 4.325367 10.686094 15.036245 7.233628 1.706787 0.740739 0.6075 0.0390 0.4682 nan nan
2459923 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.776743 12.317628 3.862735 10.640877 0.589389 5.867302 3.870371 1.677687 0.6520 0.0409 0.4744 nan nan
2459922 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.309115 11.101015 2.760641 7.836751 -1.181250 10.005062 0.857446 0.447895 0.5968 0.0389 0.4786 nan nan
2459921 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.689539 9.893271 2.693885 7.790125 -0.812571 7.209149 1.608779 1.092779 0.6008 0.0398 0.4884 nan nan
2459919 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.363986 10.688751 3.122497 8.838365 -0.708212 10.311965 0.910589 1.281358 0.6024 0.0411 0.4620 nan nan
2459918 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.320570 12.112157 3.084053 9.004995 -0.600203 6.870485 1.235943 0.761343 0.6147 0.0396 0.4977 nan nan
2459917 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.426591 9.918439 3.461605 9.191801 -0.056838 7.467446 0.930097 0.502180 0.6441 0.0374 0.5225 nan nan
2459916 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.282202 10.559302 3.179375 9.111527 -0.715663 7.867580 1.072842 1.029733 0.6121 0.0401 0.4849 nan nan
2459915 RF_maintenance 100.00% 23.08% 100.00% 0.00% - - -0.326841 11.265584 3.870850 10.676809 -0.632470 7.819191 2.265987 2.484232 0.5218 0.0419 0.3964 nan nan
2459914 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.318868 12.383858 3.712007 11.395343 -0.121042 9.262726 3.782659 6.502192 0.6726 0.0417 0.4917 nan nan
2459913 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 0.041011 12.367041 2.906769 9.730925 -0.643449 9.286378 5.029448 1.912172 0.6343 0.0396 0.5036 nan nan
2459912 RF_maintenance 100.00% 83.95% 100.00% 0.00% - - 0.027188 10.469403 -0.864036 8.865977 16.710656 8.023042 5.644379 0.606505 0.1225 0.0326 0.0781 nan nan
2459911 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.275229 9.838586 -0.223079 9.244905 17.250517 7.387656 0.937934 -0.012788 0.6284 0.0555 0.5137 nan nan
2459910 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.151321 10.198420 -0.064284 9.195488 18.849618 7.746785 0.650185 -0.171913 0.6318 0.0577 0.5123 nan nan
2459909 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.267486 10.593136 -0.451769 8.985671 18.481285 6.368276 3.051037 0.229060 0.6307 0.0549 0.5146 nan nan
2459908 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.274824 11.256031 0.257735 8.706759 13.269799 5.733481 1.466686 0.725058 0.6301 0.0603 0.5104 nan nan
2459907 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.270019 11.352904 0.198311 9.356999 18.250399 6.224543 1.945940 0.575688 0.6295 0.0640 0.5041 nan nan
2459906 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.107573 11.518471 -0.711850 9.762305 0.682803 8.492725 3.036706 0.920447 0.6261 0.0586 0.5080 nan nan
2459905 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.036212 10.695163 -1.560023 9.434893 0.323931 13.447558 6.594945 0.302815 0.6061 0.0483 0.4346 nan nan
2459904 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.188717 10.807673 -1.611346 10.403067 -0.186370 10.230614 12.089842 1.760625 0.6069 0.0499 0.4345 nan nan
2459903 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.204045 11.508267 -0.983161 10.172940 3.286562 7.939200 6.229552 1.515679 0.6081 0.0518 0.4570 nan nan
2459902 RF_maintenance 100.00% 0.00% 99.95% 0.00% - - -0.160867 12.801311 0.035721 10.548437 25.247978 8.303319 3.719206 0.549955 0.6105 0.0565 0.4559 nan nan
2459901 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.133350 12.999074 -0.657145 9.591483 3.881209 7.291926 4.316684 0.601947 0.6414 0.0455 0.4452 nan nan
2459900 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.314654 13.375053 -0.178649 10.131307 14.200022 7.836793 4.024612 0.537527 0.5742 0.0407 0.4380 nan nan
2459898 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.182043 10.803997 -0.565250 9.602899 3.524201 9.309413 11.414805 1.084929 0.6327 0.0391 0.4909 nan nan
2459897 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.251639 10.608988 0.337877 9.828295 18.141303 10.045107 4.976156 0.980120 0.6216 0.0365 0.4012 nan nan
2459896 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.452065 10.722397 2.422413 9.903056 31.223327 10.932964 2.515442 0.552571 0.6088 0.0377 0.3923 nan nan
2459895 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.036303 13.219494 0.385460 12.424337 7.653622 11.081385 2.441877 5.537330 0.7121 0.0389 0.4430 nan nan
2459894 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.438017 12.482989 0.399677 8.934592 27.148895 10.562616 6.153291 0.754177 0.6290 0.0387 0.4222 nan nan
2459893 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.376265 12.955374 0.844683 9.470440 31.407607 9.206829 12.843847 1.503277 0.6320 0.0393 0.4585 nan nan
2459892 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - -0.471549 12.729385 1.704184 10.971161 15.036618 7.152994 23.731405 0.892545 0.6324 0.0438 0.4881 nan nan
2459891 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 0.223075 11.730150 0.864475 10.919830 -1.045941 10.277612 -0.887204 0.777094 0.6441 0.0417 0.5097 nan nan
2459890 RF_maintenance 100.00% 99.84% 0.00% 0.00% - - 10.293686 -0.413271 12.720790 2.193939 8.254493 -0.175865 0.670914 -0.198938 0.0598 0.6485 0.5347 nan nan
2459889 RF_maintenance 100.00% 99.68% 0.00% 0.00% - - 11.376943 -0.466875 9.868341 1.755239 11.085004 0.094550 2.801986 0.209055 0.0759 0.6531 0.5321 nan nan
2459888 RF_maintenance 100.00% 99.89% 0.00% 0.00% - - 9.503079 -0.376871 11.897053 2.036806 9.781665 0.370019 2.240940 0.450444 0.0869 0.6747 0.5415 nan nan
2459887 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.061935 -0.301094 12.027543 1.947243 7.241242 0.607358 1.412630 0.036427 0.0937 0.6544 0.5325 nan nan
2459886 RF_maintenance 100.00% 69.77% 0.00% 0.00% - - 13.778028 0.799277 10.423539 1.803075 5.513610 1.321397 1.834081 2.271483 0.2230 0.7073 0.4996 nan nan
2459885 RF_maintenance 100.00% 89.84% 0.00% 0.00% - - 17.794057 -0.041653 61.607580 9.381434 13.955867 -0.470734 16.315746 2.999597 0.1056 0.6792 0.4875 nan nan
2459884 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 9.661169 -0.170818 11.558462 2.048412 7.820383 0.104980 1.043999 -0.357658 0.0849 0.6548 0.5307 nan nan
2459883 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 9.425404 -0.621201 50.512123 2.535182 6.009040 -0.248079 4.166484 2.550271 0.3946 0.6691 0.4766 nan nan
2459882 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 16.609185 -0.547771 56.727308 1.580015 8.467783 0.063655 2.116905 0.788673 0.3697 0.6597 0.4750 nan nan
2459881 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 9.174273 -0.035313 64.659322 2.340497 16.357135 -0.015606 7.895888 1.363296 0.4581 0.7201 0.4087 nan nan
2459880 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.927946 -0.314634 53.529188 2.127636 4.768300 0.251073 1.854204 0.331204 0.3854 0.6700 0.4841 nan nan
2459879 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.960978 -0.158073 9.426900 -0.352339 -0.278797 0.256365 3.020697 1.318893 0.3585 0.6599 0.5011 nan nan
2459878 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.057267 -0.214236 64.947190 3.111805 8.733376 -0.009860 5.364990 1.440552 0.3728 0.6708 0.4910 nan nan
2459876 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 8.959860 0.111873 43.496336 1.262623 18.597263 -0.115686 4.321118 1.008161 0.4856 0.6671 0.4281 nan nan
2459875 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 14.340413 -0.032604 64.357022 2.363688 11.632813 -0.017815 2.723964 0.099982 0.3183 0.7017 0.4779 nan nan
2459874 digital_ok 100.00% 1.24% 0.00% 0.00% - - 20.612906 -0.111516 33.586959 0.638429 16.218833 0.363314 3.842534 0.150937 0.3042 0.6669 0.4547 nan nan
2459873 digital_ok 100.00% 9.29% 0.00% 0.00% - - 15.784729 -0.129466 43.594186 0.678728 6.451047 0.429502 1.258619 0.236967 0.2886 0.6648 0.4586 nan nan
2459872 digital_ok 100.00% 19.03% 0.00% 0.00% - - 13.723407 -0.084761 55.860112 1.734972 18.200240 0.451953 2.326791 0.620195 0.2747 0.6584 0.4683 nan nan
2459871 digital_ok 100.00% 1.99% 0.00% 0.00% - - 10.690355 -0.159743 60.043574 2.249894 16.147132 -0.075813 1.109964 -0.187435 0.3117 0.6668 0.4533 nan nan
2459870 digital_ok 100.00% 8.65% 0.00% 0.00% - - 18.325819 -0.230555 45.279304 1.531917 9.415877 0.473269 6.562614 3.905294 0.3025 0.6698 0.4617 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 14.193461 0.652830 44.376928 1.927923 13.652969 0.082139 4.176421 1.340305 0.3661 0.6883 0.4600 nan nan
2459868 digital_ok 100.00% 30.34% 0.00% 0.00% - - 17.012701 -0.388718 68.640614 2.023053 9.768649 0.235325 4.533086 1.745971 0.2695 0.6573 0.4787 nan nan
2459867 digital_ok 100.00% 18.53% 0.00% 0.00% - - 11.830092 -0.557230 53.995033 1.342742 5.085979 -0.291441 2.389259 -0.020419 0.2839 0.6705 0.4706 nan nan
2459866 digital_ok 100.00% 14.55% 0.00% 0.00% - - 13.654817 -0.603476 50.847116 1.388257 5.516948 0.220521 2.369321 1.159869 0.2948 0.6722 0.4613 nan nan
2459865 digital_ok 100.00% 22.61% 0.00% 0.00% - - 14.866021 -0.318011 61.821080 1.093546 13.951006 -0.605079 10.748886 0.479327 0.3198 0.6873 0.4505 nan nan
2459864 digital_ok 100.00% 29.11% 0.00% 0.00% - - 18.357491 -0.424897 24.581989 -0.413769 7.289148 0.209846 4.564643 2.452093 0.2760 0.6637 0.4784 nan nan
2459863 digital_ok 100.00% 34.48% 0.00% 0.00% - - 10.785852 0.080713 7.785541 -0.495364 2.382169 -0.196458 1.738231 0.428906 0.2779 0.6548 0.4646 nan nan
2459862 digital_ok 100.00% 14.30% 0.00% 0.00% - - 10.543868 -0.032599 28.052966 0.045969 11.291729 -0.196346 1.852890 0.153194 0.2615 0.6793 0.5019 nan nan
2459861 digital_ok 100.00% 24.01% 0.00% 0.00% - - 7.999536 0.281605 7.853482 -0.301627 1.991612 0.013081 1.539215 0.147638 0.2912 0.6628 0.4717 nan nan
2459860 digital_ok 100.00% 13.53% 0.00% 0.00% - - 8.717497 0.110053 23.499180 0.452018 12.981225 -0.744851 1.446164 -0.178701 0.3106 0.6643 0.4657 nan nan
2459859 digital_ok 100.00% 6.61% 0.00% 0.00% - - 7.072351 0.038747 8.478715 -0.500779 1.598391 0.286559 0.360959 0.005122 0.3273 0.6723 0.4612 nan nan
2459858 digital_ok 100.00% 65.79% 0.00% 0.00% 100.00% 0.00% 7.802259 0.143244 8.787571 -0.582996 1.539962 0.175862 1.238966 0.019039 0.3137 0.6773 0.4726 1.573493 3.440576
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 6.952483 0.314810 1.471014 -0.566637 3.666462 2.457371 5.601986 0.748961 0.0286 0.0276 0.0005 nan nan
2459856 digital_ok 100.00% 70.86% 0.00% 0.00% 100.00% 0.00% 11.696258 -0.087191 22.057910 0.899681 5.861854 -0.368380 2.612195 0.853506 0.3202 0.6928 0.4739 1.592174 3.062442
2459855 digital_ok 100.00% 88.12% 0.00% 0.00% 100.00% 0.00% 12.616867 0.345256 23.150111 0.704827 2.369915 -0.293816 1.696056 0.463973 0.2776 0.7060 0.5208 1.500030 2.917490
2459854 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.748117 0.171812 18.414683 1.319634 3.970115 -0.092923 2.905263 2.242734 0.1117 0.7311 0.5426 1.419441 3.562175
2459853 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 12.397913 0.105511 25.004403 2.109798 6.761598 -0.555602 0.988657 0.136421 0.1085 0.6833 0.4871 1.376976 3.466842
2459852 digital_ok 100.00% 83.78% 0.00% 0.00% 100.00% 0.00% 13.023164 -0.956063 25.650014 1.919727 14.866347 0.792503 15.380068 1.147578 0.2441 0.8144 0.4602 1.382631 6.536147
2459851 digital_ok 100.00% 88.61% 0.00% 0.00% 100.00% 0.00% 9.580981 -0.312929 26.471802 2.233780 21.261338 -0.103855 11.600261 1.655274 0.1923 0.7271 0.4388 1.091644 2.719478
2459850 digital_ok 100.00% 86.45% 0.00% 0.00% 100.00% 0.00% 11.831859 0.327457 22.936815 1.853038 10.197243 -0.267308 4.457513 0.566588 0.1716 0.7452 0.4627 1.330186 3.434423
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.393639 -0.494823 -0.599632 0.945937 -0.921198 1.099628 0.529703 20.063882 0.7125 0.7262 0.3660 3.749069 3.516192
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.017544 11.603832 -0.831632 0.173621 -0.438293 20.144089 -0.000942 31.026051 0.6895 0.6977 0.3765 3.627748 3.415829
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.373213 4.653731 -0.665843 0.526340 -0.332066 14.326004 1.829062 12.230358 0.7022 0.6336 0.4267 4.670349 4.046485
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.453959 3.708216 -0.509910 -0.562281 -0.467543 10.479349 0.332234 40.650747 0.6946 0.7023 0.3874 0.000000 0.000000
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.353088 2.486859 -1.043422 -0.421753 0.770827 -0.809604 -0.529514 0.576241 0.0288 0.0269 0.0013 nan nan
2459843 digital_ok 100.00% 1.20% 0.66% 0.00% 100.00% 0.00% 0.012846 -0.132195 0.387154 -0.568784 -0.399992 -0.295882 2.370356 10.775453 0.7146 0.7167 0.3930 4.486483 4.059275
2459842 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.573277 -0.443147 -0.610087 0.731366 0.116556 0.919530 0.111002 3.767862 0.7385 0.6406 0.2901 6.111266 5.012100
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.716925 2.782091 -0.484211 -0.336586 -1.087643 49.030357 0.859700 2.089224 0.0284 0.0263 0.0015 nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 388.858850 291.489197 102.116939 101.920447 1080.086909 1654.532582 2476.727870 3348.311388 0.0201 0.0172 0.0023 nan nan
2459839 digital_ok 100.00% - - - - - 62.435588 62.749798 219.241410 217.558375 440.500002 384.179307 2875.815010 2847.775904 nan nan nan nan nan
2459838 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.025903 11.813566 0.772385 -0.022132 -0.585038 21.223405 0.476550 20.162731 0.6652 0.5910 0.3861 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0342 0.0331 0.0009 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.645984 -0.356256 -1.065332 -0.633777 0.021167 0.310236 -0.505089 6.734077 0.0331 0.0330 0.0013 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.207495 -0.028834 -0.990879 -0.580268 -0.775648 -0.874744 -0.506989 1.919162 0.0308 0.0294 0.0015 nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.849687 0.351395 0.435954 0.001946 -0.701442 -0.381714 3.274651 10.051129 0.7532 0.4542 0.5523 4.596113 3.602425
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.030021 0.534238 -1.041723 0.982812 -0.253394 -0.269665 -0.280008 -1.218551 0.0317 0.0272 0.0015 nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.104041 0.841765 1.217076 -0.085767 0.054273 1.088563 8.595457 20.398676 0.7539 0.4728 0.5322 5.612105 5.091596
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.352879 0.232418 0.876645 -0.253642 -0.140515 0.701644 3.708576 32.507356 0.6855 0.5937 0.3956 16.139110 20.148276
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.715442 1.004720 0.914386 -0.180091 0.558388 -0.059372 -0.193088 30.198214 0.7475 0.4727 0.5163 0.000000 0.000000
2459827 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.055308 17.391039 2.065325 0.867784 -0.463670 30.361414 1.939803 46.925211 0.0539 0.0789 0.0037 23.097632 21.962288
2459826 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.357817 0.423599 1.516251 -0.161969 1.151882 0.433350 8.680598 18.048588 0.0542 0.0636 0.0050 0.000000 0.000000
2459825 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.423114 23.031817 0.603902 3.056723 0.094292 16.056795 0.150680 20.459276 0.0487 0.0743 0.0052 0.965397 0.959155
2459824 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.144105 0.244328 0.853202 0.154709 0.814004 9.378045 3.017654 15.239454 0.0492 0.0632 0.0031 18.631819 30.937458
2459823 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.541414 1.639187 1.585672 0.120993 0.684026 -0.442509 1.236058 10.564194 0.0484 0.0537 0.0043 95.051216 39.260636
2459822 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.115596 1.582600 1.419967 -0.094285 -0.261056 -0.541950 5.310340 2.557242 0.0655 0.0650 0.0089 1.279868 1.282884
2459821 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.380920 0.283977 1.489177 -0.499914 -0.146665 -0.575256 1.582405 0.655297 0.0475 0.0453 0.0035 1.242938 1.242353
2459820 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.003980 -0.141186 1.603718 -0.483816 1.029771 6.645444 4.550922 24.625111 0.0469 0.0601 0.0046 1.280986 1.278030
2459817 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.060192 1.127719 0.837683 -0.287580 -0.539741 -0.976367 0.555104 1.473618 0.0634 0.0633 0.0059 1.224696 1.223105
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.591832 20.653869 1.208053 3.634595 0.325896 17.104702 11.162585 49.797782 0.8508 0.4864 0.6112 5.514842 4.598162
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.694582 1.494820 0.892947 0.169721 -0.493406 0.329905 6.593569 15.884047 0.7950 0.6348 0.5320 5.385873 5.048526
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 156: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Power 11.237291 9.050328 1.890275 11.237291 5.563172 1.748489 3.684344 1.346798 7.107675

Antenna 156: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Power 10.605765 10.110980 1.328515 10.605765 6.817354 9.108781 1.731681 0.674174 1.254903

Antenna 156: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 11.930775 11.930775 0.715580 10.082739 6.165489 1.136253 0.723830 1.088525 1.404816

Antenna 156: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 11.958276 11.958276 2.059225 8.890613 7.234046 1.371920 3.756905 0.975858 1.163410

Antenna 156: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 29.477088 0.039626 7.561497 5.306245 11.458880 29.477088 5.817615 6.612628 1.886316

Antenna 156: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 15.036245 -0.766288 10.870141 4.325367 10.686094 15.036245 7.233628 1.706787 0.740739

Antenna 156: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 12.317628 12.317628 -0.776743 10.640877 3.862735 5.867302 0.589389 1.677687 3.870371

Antenna 156: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 11.101015 11.101015 -0.309115 7.836751 2.760641 10.005062 -1.181250 0.447895 0.857446

Antenna 156: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 156: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 9.893271 9.893271 -0.689539 7.790125 2.693885 7.209149 -0.812571 1.092779 1.608779

Antenna 156: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 10.688751 -0.363986 10.688751 3.122497 8.838365 -0.708212 10.311965 0.910589 1.281358

Antenna 156: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 12.112157 12.112157 -0.320570 9.004995 3.084053 6.870485 -0.600203 0.761343 1.235943

Antenna 156: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 9.918439 9.918439 -0.426591 9.191801 3.461605 7.467446 -0.056838 0.502180 0.930097

Antenna 156: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 10.559302 -0.282202 10.559302 3.179375 9.111527 -0.715663 7.867580 1.072842 1.029733

Antenna 156: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 11.265584 -0.326841 11.265584 3.870850 10.676809 -0.632470 7.819191 2.265987 2.484232

Antenna 156: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 12.383858 -0.318868 12.383858 3.712007 11.395343 -0.121042 9.262726 3.782659 6.502192

Antenna 156: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 12.367041 12.367041 0.041011 9.730925 2.906769 9.286378 -0.643449 1.912172 5.029448

Antenna 156: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 16.710656 10.469403 0.027188 8.865977 -0.864036 8.023042 16.710656 0.606505 5.644379

Antenna 156: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 17.250517 9.838586 -0.275229 9.244905 -0.223079 7.387656 17.250517 -0.012788 0.937934

Antenna 156: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 18.849618 10.198420 -0.151321 9.195488 -0.064284 7.746785 18.849618 -0.171913 0.650185

Antenna 156: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 18.481285 10.593136 -0.267486 8.985671 -0.451769 6.368276 18.481285 0.229060 3.051037

Antenna 156: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 13.269799 -0.274824 11.256031 0.257735 8.706759 13.269799 5.733481 1.466686 0.725058

Antenna 156: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 18.250399 11.352904 -0.270019 9.356999 0.198311 6.224543 18.250399 0.575688 1.945940

Antenna 156: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 11.518471 11.518471 -0.107573 9.762305 -0.711850 8.492725 0.682803 0.920447 3.036706

Antenna 156: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Temporal Variability 13.447558 10.695163 -0.036212 9.434893 -1.560023 13.447558 0.323931 0.302815 6.594945

Antenna 156: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Discontinuties 12.089842 10.807673 -0.188717 10.403067 -1.611346 10.230614 -0.186370 1.760625 12.089842

Antenna 156: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 11.508267 11.508267 -0.204045 10.172940 -0.983161 7.939200 3.286562 1.515679 6.229552

Antenna 156: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 25.247978 -0.160867 12.801311 0.035721 10.548437 25.247978 8.303319 3.719206 0.549955

Antenna 156: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 12.999074 -0.133350 12.999074 -0.657145 9.591483 3.881209 7.291926 4.316684 0.601947

Antenna 156: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 14.200022 -0.314654 13.375053 -0.178649 10.131307 14.200022 7.836793 4.024612 0.537527

Antenna 156: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Discontinuties 11.414805 10.803997 -0.182043 9.602899 -0.565250 9.309413 3.524201 1.084929 11.414805

Antenna 156: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 18.141303 10.608988 -0.251639 9.828295 0.337877 10.045107 18.141303 0.980120 4.976156

Antenna 156: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 31.223327 10.722397 -0.452065 9.903056 2.422413 10.932964 31.223327 0.552571 2.515442

Antenna 156: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 13.219494 -0.036303 13.219494 0.385460 12.424337 7.653622 11.081385 2.441877 5.537330

Antenna 156: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 27.148895 12.482989 -0.438017 8.934592 0.399677 10.562616 27.148895 0.754177 6.153291

Antenna 156: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Variability 31.407607 -0.376265 12.955374 0.844683 9.470440 31.407607 9.206829 12.843847 1.503277

Antenna 156: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Temporal Discontinuties 23.731405 12.729385 -0.471549 10.971161 1.704184 7.152994 15.036618 0.892545 23.731405

Antenna 156: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance nn Shape 11.730150 0.223075 11.730150 0.864475 10.919830 -1.045941 10.277612 -0.887204 0.777094

Antenna 156: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 12.720790 -0.413271 10.293686 2.193939 12.720790 -0.175865 8.254493 -0.198938 0.670914

Antenna 156: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Shape 11.376943 11.376943 -0.466875 9.868341 1.755239 11.085004 0.094550 2.801986 0.209055

Antenna 156: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 11.897053 -0.376871 9.503079 2.036806 11.897053 0.370019 9.781665 0.450444 2.240940

Antenna 156: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 12.027543 -0.301094 10.061935 1.947243 12.027543 0.607358 7.241242 0.036427 1.412630

Antenna 156: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Shape 13.778028 13.778028 0.799277 10.423539 1.803075 5.513610 1.321397 1.834081 2.271483

Antenna 156: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 61.607580 -0.041653 17.794057 9.381434 61.607580 -0.470734 13.955867 2.999597 16.315746

Antenna 156: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 11.558462 -0.170818 9.661169 2.048412 11.558462 0.104980 7.820383 -0.357658 1.043999

Antenna 156: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 50.512123 -0.621201 9.425404 2.535182 50.512123 -0.248079 6.009040 2.550271 4.166484

Antenna 156: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 56.727308 -0.547771 16.609185 1.580015 56.727308 0.063655 8.467783 0.788673 2.116905

Antenna 156: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 64.659322 -0.035313 9.174273 2.340497 64.659322 -0.015606 16.357135 1.363296 7.895888

Antenna 156: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 53.529188 -0.314634 10.927946 2.127636 53.529188 0.251073 4.768300 0.331204 1.854204

Antenna 156: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 9.426900 -0.158073 4.960978 -0.352339 9.426900 0.256365 -0.278797 1.318893 3.020697

Antenna 156: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 64.947190 -0.214236 10.057267 3.111805 64.947190 -0.009860 8.733376 1.440552 5.364990

Antenna 156: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 43.496336 8.959860 0.111873 43.496336 1.262623 18.597263 -0.115686 4.321118 1.008161

Antenna 156: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 RF_maintenance ee Power 64.357022 14.340413 -0.032604 64.357022 2.363688 11.632813 -0.017815 2.723964 0.099982

Antenna 156: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 33.586959 20.612906 -0.111516 33.586959 0.638429 16.218833 0.363314 3.842534 0.150937

Antenna 156: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 43.594186 15.784729 -0.129466 43.594186 0.678728 6.451047 0.429502 1.258619 0.236967

Antenna 156: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 55.860112 -0.084761 13.723407 1.734972 55.860112 0.451953 18.200240 0.620195 2.326791

Antenna 156: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 60.043574 -0.159743 10.690355 2.249894 60.043574 -0.075813 16.147132 -0.187435 1.109964

Antenna 156: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 45.279304 18.325819 -0.230555 45.279304 1.531917 9.415877 0.473269 6.562614 3.905294

Antenna 156: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 44.376928 14.193461 0.652830 44.376928 1.927923 13.652969 0.082139 4.176421 1.340305

Antenna 156: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 68.640614 17.012701 -0.388718 68.640614 2.023053 9.768649 0.235325 4.533086 1.745971

Antenna 156: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 53.995033 11.830092 -0.557230 53.995033 1.342742 5.085979 -0.291441 2.389259 -0.020419

Antenna 156: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 50.847116 -0.603476 13.654817 1.388257 50.847116 0.220521 5.516948 1.159869 2.369321

Antenna 156: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 61.821080 14.866021 -0.318011 61.821080 1.093546 13.951006 -0.605079 10.748886 0.479327

Antenna 156: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 24.581989 -0.424897 18.357491 -0.413769 24.581989 0.209846 7.289148 2.452093 4.564643

Antenna 156: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Shape 10.785852 10.785852 0.080713 7.785541 -0.495364 2.382169 -0.196458 1.738231 0.428906

Antenna 156: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 28.052966 10.543868 -0.032599 28.052966 0.045969 11.291729 -0.196346 1.852890 0.153194

Antenna 156: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Shape 7.999536 0.281605 7.999536 -0.301627 7.853482 0.013081 1.991612 0.147638 1.539215

Antenna 156: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 23.499180 8.717497 0.110053 23.499180 0.452018 12.981225 -0.744851 1.446164 -0.178701

Antenna 156: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 8.478715 7.072351 0.038747 8.478715 -0.500779 1.598391 0.286559 0.360959 0.005122

Antenna 156: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 8.787571 0.143244 7.802259 -0.582996 8.787571 0.175862 1.539962 0.019039 1.238966

Antenna 156: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Shape 6.952483 0.314810 6.952483 -0.566637 1.471014 2.457371 3.666462 0.748961 5.601986

Antenna 156: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 22.057910 11.696258 -0.087191 22.057910 0.899681 5.861854 -0.368380 2.612195 0.853506

Antenna 156: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 23.150111 0.345256 12.616867 0.704827 23.150111 -0.293816 2.369915 0.463973 1.696056

Antenna 156: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 18.414683 0.171812 14.748117 1.319634 18.414683 -0.092923 3.970115 2.242734 2.905263

Antenna 156: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 25.004403 0.105511 12.397913 2.109798 25.004403 -0.555602 6.761598 0.136421 0.988657

Antenna 156: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 25.650014 13.023164 -0.956063 25.650014 1.919727 14.866347 0.792503 15.380068 1.147578

Antenna 156: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 26.471802 9.580981 -0.312929 26.471802 2.233780 21.261338 -0.103855 11.600261 1.655274

Antenna 156: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Power 22.936815 11.831859 0.327457 22.936815 1.853038 10.197243 -0.267308 4.457513 0.566588

Antenna 156: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 20.063882 -0.393639 -0.494823 -0.599632 0.945937 -0.921198 1.099628 0.529703 20.063882

Antenna 156: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 31.026051 11.603832 0.017544 0.173621 -0.831632 20.144089 -0.438293 31.026051 -0.000942

Antenna 156: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Variability 14.326004 4.653731 0.373213 0.526340 -0.665843 14.326004 -0.332066 12.230358 1.829062

Antenna 156: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 40.650747 3.708216 0.453959 -0.562281 -0.509910 10.479349 -0.467543 40.650747 0.332234

Antenna 156: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Shape 2.486859 -0.353088 2.486859 -1.043422 -0.421753 0.770827 -0.809604 -0.529514 0.576241

Antenna 156: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 10.775453 -0.132195 0.012846 -0.568784 0.387154 -0.295882 -0.399992 10.775453 2.370356

Antenna 156: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 3.767862 -0.573277 -0.443147 -0.610087 0.731366 0.116556 0.919530 0.111002 3.767862

Antenna 156: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Variability 49.030357 2.716925 2.782091 -0.484211 -0.336586 -1.087643 49.030357 0.859700 2.089224

Antenna 156: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 3348.311388 388.858850 291.489197 102.116939 101.920447 1080.086909 1654.532582 2476.727870 3348.311388

Antenna 156: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok ee Temporal Discontinuties 2875.815010 62.749798 62.435588 217.558375 219.241410 384.179307 440.500002 2847.775904 2875.815010

Antenna 156: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Variability 21.223405 11.813566 -0.025903 -0.022132 0.772385 21.223405 -0.585038 20.162731 0.476550

Antenna 156: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 6.734077 -0.356256 -0.645984 -0.633777 -1.065332 0.310236 0.021167 6.734077 -0.505089

Antenna 156: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 1.919162 -0.028834 0.207495 -0.580268 -0.990879 -0.874744 -0.775648 1.919162 -0.506989

Antenna 156: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 10.051129 0.849687 0.351395 0.435954 0.001946 -0.701442 -0.381714 3.274651 10.051129

Antenna 156: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Power 0.982812 -0.030021 0.534238 -1.041723 0.982812 -0.253394 -0.269665 -0.280008 -1.218551

Antenna 156: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 20.398676 1.104041 0.841765 1.217076 -0.085767 0.054273 1.088563 8.595457 20.398676

Antenna 156: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 32.507356 0.232418 0.352879 -0.253642 0.876645 0.701644 -0.140515 32.507356 3.708576

Antenna 156: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 30.198214 1.004720 0.715442 -0.180091 0.914386 -0.059372 0.558388 30.198214 -0.193088

Antenna 156: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 46.925211 0.055308 17.391039 2.065325 0.867784 -0.463670 30.361414 1.939803 46.925211

Antenna 156: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 18.048588 0.423599 0.357817 -0.161969 1.516251 0.433350 1.151882 18.048588 8.680598

Antenna 156: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Shape 23.031817 23.031817 0.423114 3.056723 0.603902 16.056795 0.094292 20.459276 0.150680

Antenna 156: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
156 N12 digital_ok nn Temporal Discontinuties 15.239454 0.144105 0.244328 0.853202 0.154709 0.814004 9.378045 3.017654 15.239454
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